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An open API service indexing awesome lists of open source software.

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/pm25/youbike-station-finder

🚲 Display and visualize real-time information for Taipei YouBikes.

css3 d3js data-visualization html5 javascript visualization website youbike

Last synced: 08 May 2026

https://github.com/geo-y20/loan-approval-automation-using-mongodb-and-pymongo

This project demonstrates the implementation of a loan approval system that utilizes MongoDB for distributed data storage and management, and PyMongo for database operations. The project aims to automate the assessment of loan eligibility using customer details from online applications.

crud-application data data-analysis data-science data-visualization deployment jupyter-notebook loan-default-prediction loan-prediction-analysis machine-learning machine-learning-algorithms matplotlib mongodb pymongo streamlit web

Last synced: 08 May 2026

https://github.com/shridhar1504/loan-clustering-datascience-project

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataset of loan application which includes information about the Loan amount and Balance. The project then use the clustering algorithm to group the loan together based on the similarities.

clustering-algorithm data-analysis data-science data-visualization datanalysis eda kmeans-clustering machine-learning python sql sql-server unsupervised-learning

Last synced: 08 May 2026

https://github.com/nemeslaszlo/lending-club-analysis

Lending Club analysis, with a model that can predict whether or nor a borrower will pay back their loan.

binary-classification classification data-visualization keras matplotlib numpy pandas seaborn tensorflow

Last synced: 12 Apr 2026

https://github.com/sdcastillo/pa-r-study-manual

An online study guide for the SOA's predictive analytics exam.

data-science data-visualization machine-learning predictive-modeling r-programming

Last synced: 24 Feb 2026

https://github.com/hendersontrent/hotter

R package for webscraping, statistical analysis, and data visualisation of the Triple J Hottest 100 Countdown and related data.

data-visualisation data-visualization r triple-j webscraping

Last synced: 08 Apr 2025

https://github.com/elaaatif/data-visualisation

This project aims to visualize the popularity of programming languages on GitHub from 2011 to 2021. We use data obtained from BigQuery's public `github_repos` and `githubarchive` datasets, focusing on public repositories, pull requests (PRs), and issues.

css d3-visualization d3js data-visualization

Last synced: 08 May 2026

https://github.com/md-emon-hasan/4-eda-football-ml-app

A ML application focused on exploratory data analysis and football analytics, featuring data visualization and insights using Python and relevant libraries.

data-science-projects data-visualization eda exploratory-data-analysis football-analytics sports-analytics webapp

Last synced: 08 May 2026

https://github.com/karthikmprakash/911-call-dataanalysis

Data Analysis of Emergency (911) Calls: Fire, Traffic, EMS for Montgomery County, PA

911-call-analysis data-analysis data-visualization python3 united-states-data

Last synced: 10 May 2026

https://github.com/2kabhishek/pyestate

Real estate price analysis 🏠💰

analysis data-visualization finance mapbox panel plotly pyviz real-estate

Last synced: 09 May 2026

https://github.com/sunnybibyan/call_centre_power_bi_dashboard

Create a dashboard in Power BI to visualize relevant KPIs and metrics that will help the call center manager understand trends.

call-centre-analysis dashboard data-analysis data-visualization powerbi

Last synced: 19 Mar 2026

https://github.com/shadowk29/cusumtools

An eclectic collection of python scripts I have found to be useful in processing nanopore data

data-analysis data-visualization time-series-analysis

Last synced: 16 Mar 2026

https://github.com/fatihilhan42/covid-19-data-analysis-visualization

The first project of our data visualization studies is the COVID-19 data analysis project. In this project, we analyzed the data of the COVID-19 pandemic, which started in the first month of 2020 and still continues to affect the world, on the basis of countries. You can find the brief details of the project we realized in 3 stages in the readme file. We have tried to explain the details of the project step by step below. We wish you healthy days.

covid-19 data-science data-visualization pandas python visualization

Last synced: 09 May 2026

https://github.com/mihaiconstantin/lavot

A `React` application that allows users to indicate how votes will be redistributed among candidates for the second round of Romanian presidential elections.

data data-visualization elections react sankey typescript

Last synced: 06 Feb 2026

https://github.com/phac-nml/nf-sequenoscope

Streamlined Nextflow wrapper for the Sequenoscope toolkit. Simplifies complex metagenomic workflows with automated batch processing, allowing efficient comparative analysis from raw reads to visualization.

adaptive-sampling batch-processing data-visualization dsl2 metagenomics nextflow sequenoscope

Last synced: 16 Jan 2026

https://github.com/tom-draper/call-graph-viz

A tool to visualise Python function calls and code complexity.

call-graph call-graphs data-visualisation data-visualization function-calls graph python vizjs

Last synced: 09 Mar 2026

https://github.com/uudigitalhumanitieslab/digital-atlas

Interface to visualise connections between postcolonial intellectuals

data-visualization postcolonialism

Last synced: 23 Mar 2025

https://github.com/neerajcodes888/whatsapp-chat-analyzer

A Python tool for effortless analysis of WhatsApp conversations. Gain insights with basic statistics, word cloud visualizations, and URL statistics. Powered by pandas, urlextract, wordcloud, seaborn, and Streamlit. 📊📱

analyzer chat data-analysis data-visualization pandas python3 seaborn urlextract whatsapp wordcloud

Last synced: 12 Apr 2026

https://github.com/s-babaeizadeh/nextjs-shadcn-dashboard-template

Visualization Dashboard Template is crafted using Next.js, TypeScript, and Shadcn, providing an intuitive and powerful solution for developers who aim to create dynamic and visually appealing admin dashboards. This template leverages the latest technologies to deliver a highly customizable and responsive interface, suitable for various applications

admin-dashboard admin-panel dashboard data-visualization nextjs reactjs shadcn-admin shadcn-ui shadcn-ui-boilerplate typescript

Last synced: 25 Oct 2025

https://github.com/reusjimenez/python-data-analysis

Casos completos y ejercicios prácticos de análisis de datos. 📊

data-analysis data-visualization jupyter-notebook machine-learning matplotib numpy pandas python sklearn

Last synced: 12 Apr 2026

https://github.com/jasdumas/nasa-datanauts

R Notebooks and projects for the NASA Datanauts Spring 2017 program :milky_way:

data-visualization nasa-data

Last synced: 06 Feb 2026

https://github.com/douglasvolcato/fiis-analysis-brasilian-market

Brazilian investment fund analysis focused in dividend yield and minimun price variation

data-science data-visualization pandas python scraping scraping-websites

Last synced: 09 May 2026

https://github.com/pedestriandynamics/dl4pude

The framework automatically detects pushing behavior from videos of crowded event entrances.

artificial-intelegence convolutional-neural-networks crowd-behavior-analysis data-visualization deep-learning deep-optical-flow machine-learning

Last synced: 15 Sep 2025

https://github.com/vatshayan/hospital-discharge-analysis

Analysis of Hospitalization Discharge Rates in Lake County, Illinois of various attributes like Anxiety, Alcohol, mood, Diabetes, Asthma, etc

data-analysis data-visualization jupyter-notebook machine machine-learning machine-learning-algorithms scikit-learn

Last synced: 04 Mar 2025

https://github.com/qtle3/decision-tree-regression

This project implements **Decision Tree Regression** to predict the salary of an employee based on their position level. By using a dataset containing position levels and their corresponding salaries, the project highlights how decision trees can capture complex relationships in data through non-linear regression.

data-visualization decision-tree-regression prediction-model

Last synced: 08 Apr 2025

https://github.com/sathyasris27/data-analysis-on-adult-smoking-patterns-in-the-uk

The aim of this analysis is to understand the smoking patterns among adults in the UK.

data data-analysis data-visualization python3

Last synced: 09 May 2026

https://github.com/vrostbyte/budget-app

Web app to manage personal finances: track expenses, income, bills, and visualize budgets with charts.

bills-management budget css data-visualization expense- finance html income-tracker javascript json personal-finance web-app

Last synced: 10 May 2026

https://github.com/cainmagi/dash-json-grid

Dash porting version of the react project React JSON Grid. Provide structured and nested grid table view of complicated JSON objects/arrays.

dash data-visualization json json-table json-viewer plotly-dash python python-dash python-libary python3

Last synced: 23 Oct 2025

https://github.com/gabrielmpinho/cs50-sql

Solutions and notes from CS50’s Introduction to Databases with SQL. Covers CRUD operations, data modeling, normalization, joins, views, indexes, and connecting SQL with Python and Java. Begins with SQLite for portability and introduces PostgreSQL and MySQL for scalability.

data-analysis data-structures data-visualization database databases javascript python sql

Last synced: 10 May 2026

https://github.com/prajakta1321/kaggle-ai-report-2023

A Report describing the trends in emergence of AI over the years !

data-analysis data-visualization python3

Last synced: 28 Jun 2025

https://github.com/kuroko1t/geoview

A lightweight, browser-based GIS data viewer built with Streamlit and Geopandas. Visualize Shape files, GeoJSON, and more instantly

data-visualization folium geojson geopandas gis shapfile streamlit

Last synced: 29 May 2026

https://github.com/vincent-tran-94/dataviz_tweets_chatgpt

Une application Streamlit pour analyser et visualiser les données et les tweets sur la sortie de ChatGPT. Ce projet comprend la gestion des données, l'analyse des sentiments, les tendances émergentes et les applications potentielles de ChatGPT.

data-management data-visualization python streamlit text-mining twitter

Last synced: 08 May 2026

https://github.com/yaph/euro-2012

Scripts to create visualizations for Euro 2012

d3js data-visualization football football-data network-graph relationship-graph

Last synced: 20 Oct 2025

https://github.com/amr-yasser226/datagovernanceworkflow

Comprehensive data governance pipeline for SSH honeypot logs—covering data profiling, cleansing, quality assurance, encryption, classification, and GDPR/CCPA/HIPAA compliance. Built with Pandas, Pandera, YData Profiling, and cryptography, with simulated Caesar cipher attacks to demonstrate practical data-security techniques.

caesar-cipher ccpa cryptography cybersecurity data-cleaning data-encryption data-governance data-profiling data-quality data-validation data-visualization gdpr hipaa honeypot-analysis open-source pandas privacy-compliance python ssh-logs

Last synced: 05 Feb 2026

https://github.com/Zen204/airbnb-availability

A machine learning model that predicts Airbnb listing availability, utilizing feature engineering and supervised learning techniques to improve guest experience and optimize host management.

binary-classification data-analysis data-preprocessing data-visualization feature-engineering machine-learning matplotlib model-evaluation nlp pandas predictive-modeling python scikit-learn seaborn supervised-learning

Last synced: 02 Apr 2025

https://github.com/as16082023/coffee-bean-sales-analysis

Analyzing coffee bean sales data to optimize consumer targeting, product offerings, and strategic marketing in the coffee industry.

coffee-bean-sales dashboard data-analysis data-visualization ms-excel

Last synced: 22 Jan 2026

https://github.com/scarblase/russian-military-losses-analysis

This repository provides an in-depth analysis of Russian equipment losses using PySpark and data visualization techniques.

data data-science data-visualization jyputer-notebook matplotlib pyspark python3 seaborn seaborn-plots ukraine ukraine-invasion

Last synced: 12 May 2026

https://github.com/jacksonpf1/spotify-user-analysis

ETL process and EDA of user top artists & tracks data in Spotify using Spotipy, Pandas, Airflow and Seaborn

airflow airflow-dags data-science data-visualization eda eda-analyses etl etl-pipeline etl-process pipeline-examples seaborn seaborn-plots spotify spotify-api spotipy

Last synced: 17 Oct 2025

https://github.com/avidlearnerinprogress/text_analytics_101

Coursework solutions for the course COMP47600 - Text Analytics

data-science data-visualization natural-language-processing nlp python3 r text-analytics

Last synced: 05 May 2026

https://github.com/vineet416/chronic-kidney-disease-prediction

This repository contain code of Chronic Kidney Disease Detection Prediction Project. The goal of this project is predict the chronic kidney disease using parameters like Diabetes Mellitus, Blood Urea, Sugar, Hypertension etc.. I used multiple machine learning algorithms with hyperparameter tuning which is having highest accuracy score of 97.5

data-visualization data-wrangling exploratory-data-analysis feature-engineering feature-selection hyperparameter-tuning machine-learning matplotlib numpy pandas plotly pre-processing python seaborn sklearn-library statsmodels

Last synced: 14 Apr 2026

https://github.com/ryannapp12/quant_trading_engine

A modular, and scalable quantitative trading engine built in Python. This project demonstrates efficient data caching with SQLite, concurrent backtesting, and advanced risk analytics, showcasing best practices in clean code architecture and performance optimization.

algorithmic-trading backtesting dash data-analysis data-visualization fintech lstm machine-learning numpy pandas plotly python quantitative-finance real-time risk-management sqlite technical-analysis tensorflow time-series-analysis trading-strategies

Last synced: 11 Apr 2026

https://github.com/matesoft2033/temperature-and-soil-moisture-sensor

The Humidity and Temperature Monitoring System is an Arduino project that measures and displays humidity and temperature levels in real-time. It uses LEDs to indicate environmental conditions, making it a great tool for learning about sensors and data visualization.

arduino data-visualization electronics-engineering enviromental-sciences sensor-technology troubleshooting-and-debugging

Last synced: 13 May 2026

https://github.com/marcelohfonseca/moneychart

Projeto aberto para que interessadas em investimentos e análise de dados possam testar e contribuir com melhorias no código fonte e nas visualizações de dados.

business-intelligence data-analytics data-visualization investing power-bi python stocks stocks-analysis

Last synced: 17 May 2026

https://github.com/ksmooi/mscs_data_visualization

This series of reports demonstrates the process of creating, refining, and evaluating interactive data visualizations using Altair, focusing on Seattle weather data, with an emphasis on accessibility, usability, and effectively communicating insights.

altair data-visualization

Last synced: 01 Apr 2025

https://github.com/karlyndiary/amazon-sentiment-analysis-eda

Amazon Customer Reviews Sentiment Analysis utilizing Python for Data Extraction and Pre-Processing, with real-time data from the Amazon API and Tableau for dashboard visualizations.

amazon-api api-data-extraction dashboard data-cleaning data-pipeline data-visualization etl roberta-sentiment-analysis sentiment-analysis tableau-dashboards vader-sentiment-analysis

Last synced: 22 Mar 2025

https://github.com/shriram-vibhute/data-analysis

This repository offers a comprehensive collection of data analysis techniques using NumPy Pandas, Matplotlib and Seaborn.

data-aggregation data-analysis data-visualization data-wrangling matplotlib numpy pandas seaborn

Last synced: 02 Aug 2025

https://github.com/ondrejhruby/countries-of-the-world

Explore global data with this repository, featuring insights, visualizations, and Python code examples on countries worldwide—perfect for enhancing your data analysis and visualization skills.

data-analysis data-science data-visualization geography jupyter-notebook machine-learning matplotlib pandas python statistics

Last synced: 16 Apr 2026

https://github.com/athul64/powerbi

Financial Reports Dashboard This repository showcases a Financial Reporting Dashboard that visualizes key financial metrics and performance insights. The dashboard contains Monthly and Annual reports, allowing users to switch between the two views to analyze data at different intervals.

data data-an data-visualization dax dax-expression powerbi

Last synced: 23 Feb 2026

https://github.com/listiangr/ecommerce_sales_data_analysis

Proyek ini menganalisis data penjualan e-commerce untuk membantu bisnis memahami tren penjualan, performa produk, dan segmen pelanggan. Tujuan utamanya adalah memberikan wawasan yang dapat meningkatkan strategi pemasaran dan pengelolaan produk.

dashboard data-analysis data-cleaning data-collection data-penjualan data-visualization exploratory-data-analysis microsoft-excel

Last synced: 19 Jan 2026

https://github.com/jasdumas/ct-brewery-ratings

Web Scraping Craft Brewery Beer Ratings From BeerAdvocate.com :beers:

beer-statistics data-visualization r tutorial web-scraping

Last synced: 08 Sep 2025

https://github.com/oliverheilig/voronoi-territories

A visualization for the assignment of points to territories using voronoi cells.

d3 data-visualization maplibre visualization

Last synced: 06 Apr 2025

https://github.com/moindalvs/learn_eda_house_price_dataset

Data Set: House Prices: Advanced Regression Techniques Exploratory Data Analysis on more than 80 features

cardinality data-analysis data-science data-structures data-visualization missing-values

Last synced: 10 Oct 2025

https://github.com/smusab9152/pokemon_data_analysis

This repo that explores and analyzes a dataset of Pokémon attributes. The analysis includes data cleaning, exploratory data analysis (EDA), and visualizations .

analytics data-analysis data-visualization exploratory-data-analysis jupyter-notebook matplotlib numpy pandas pokemon python seaborn statistical-analysis

Last synced: 02 May 2026

https://github.com/dadosdelaplace/hilostwitter

Códigos R de los hilos de Twitter (R codes of Twitter activity) https://twitter.com/dadosdelaplace

data-visualization dataviz divulgacion ggplot2 maths plotly r rstats statistical-analysis threads twitter

Last synced: 11 Mar 2026

https://github.com/md-emon-hasan/3-eda-basketball-ml-app

A ML application focused on EDA and basketball analytics, showcasing data visualization and insights using Python and relevant libraries.

basketball-analysis csv data-visualization eda exploratory-data-analysis exploratory-data-analysis-eda ml-app

Last synced: 12 Apr 2026

https://github.com/brianruizy/data-visualization

Personal track demo of pure Python data visualizations

data-visualization matplotlib pandas plotly python seaborn

Last synced: 27 Apr 2026

https://github.com/ddihora1604/iitk_esg

Researching and Analyzing key ESG (Environmental, Social, Governance indicators) metrics and their impact on stock performance and market behavior. Leveraging AI techniques (like Machine Learning and NLP) in finance to extract insights from ESG disclosures, enhancing financial predictions and sustainable investment strategies.

data-analysis data-visualization esg python yahoo-finance

Last synced: 24 Apr 2025

https://github.com/ahmetzamanis/bayesianusedcars

Predicting used car prices using Bayesian Linear Regression, visualizing results and comparing with OLS regression.

bayesian car-prices data-science data-visualization linear modeling r regression rmarkdown

Last synced: 16 Dec 2025

https://github.com/datamart/platform-management

📁 Platform management dashboard

charts dashboard data-visualization visualization

Last synced: 20 Mar 2025

https://github.com/dorukalkan/3a-superstore-analysis

End-to-end data analysis, machine learning, and visualization project on a Turkish supermarket dataset

data-science data-visualization dbt machine-learning power-bi python sql

Last synced: 20 Jun 2026

https://github.com/alicankaya192/world-happiness-report-2025

Comprehensive exploratory data analysis (EDA) and visualization of the World Happiness Report 2025. Analyzes global rankings, regional distributions, key happiness factors, and detects wealth-happiness paradox outliers using Python (Pandas, Matplotlib, SciPy).

correlation-analysis data-analysis data-science data-visualization eda exploratory-data-analysis global-happiness happiness-index matplotlib pandas python scipy statistics whr-2025 world-happiness-report

Last synced: 21 Jun 2026

https://github.com/rogernet/desafio-profissional-produto-data-driven

Ajudar a formar Analistas de Produto, PMs e Gestores de Negócio capazes de tomar decisões estratégicas baseadas em dados.

data-analysis data-science data-visualization product

Last synced: 23 Jun 2026

https://github.com/valeriiaanisimova/fractals-project

Interactive fractal-based contact map visualizer with significance filtering and relationship display.

contact-maps css data-visualization fractals html interactive javascript tree-layout ui visualization

Last synced: 06 Oct 2025

https://github.com/strickvl/knitting-llms

Generating Knitting Patterns from Language Models

art crafts data-visualization knitting llm llms

Last synced: 06 Oct 2025

https://github.com/rudra-g-23/find-my-joint

A utility to find potential join keys (matching columns) across multiple DataFrames.

data-analysis data-visualization join network-graph pandas pandas-dataframe

Last synced: 24 Jun 2026

https://github.com/nowke/cricviz

Cricket data analysis/visualizations

cricket-data data-visualization reactjs

Last synced: 15 Apr 2026

https://github.com/virajbhutada/global-universities-success-analysis-powerbi-sql-excel

This capstone project conducts in-depth analysis using Power BI, SQL, and Excel to explore complex dynamics shaping global university success. Integrating data from diverse ranking systems and criteria, our aim is to unravel the factors influencing universities worldwide.

capstone capstoneproject data-analysis data-analytics data-insights data-science data-science-projects data-visualization excel exploratory-data-analysis mece mysql powerbi powerpoint sql

Last synced: 20 Jun 2025

https://github.com/paumatas/dpa-visual-analytics-tool

Visual analysis application for the data collected by a Formula Student car during driving, aiming to evaluate and compare the drivers of the team.

car-telemetry data-driven-decisions data-science data-visualization formula-student motorsport sports-analytics user-interface

Last synced: 17 Mar 2025

https://github.com/amoghkori/google-ads-optimization

Advanced algorithm development for revenue maximization and enhanced conversion value in Google Ads expenditure, achieving a 15% increase in lead conversions while reducing costs

analystics data-cleaning data-modeling data-preprocessing data-visualization data-wrangling exploratory-data-analysis feature-engineering microsoft-excel model-deployment model-selection optimization-algorithms powerbi statistical-analysis

Last synced: 03 Jan 2026

https://github.com/njanakiev/iotserver

Data analysis and data visualization of mobile sensor data

d3js data-visualization mongodb nodejs sensor sensor-data udp-server

Last synced: 10 Apr 2025

https://github.com/gappeah/global-shipping-analytics-dashboard

This Tableau project provides a comprehensive visual analysis of global sales, shipping costs, and quality metrics across different regions and countries.

data data-analysis data-analyst data-visualization metrics tableau

Last synced: 25 Feb 2025

https://github.com/nouman6093/advanced-statistical-models

in this repository i will upload everything i have learned about data science advanced statistical models. there are over 42 statistical models. each of them work on algorithms. and there are over 32 algorithms. each library has its own way of writing such statistical models. after learning i will try to upload as much statistical models as possibl

data data-analysis data-science data-visualization

Last synced: 11 Jun 2026

https://github.com/pylhc/accelerator_timeline

A non-exhaustive collection of past, modern and future accelerators including their main parameters

accelerator data-visualization energy history luminosity

Last synced: 22 Sep 2025

https://github.com/greed2411/ndl

Numbers Don't Lie, attempt on Data Analysis using pandas and matplotlib.

cities data-analysis data-science data-visualization india kaggle

Last synced: 19 Apr 2026

https://github.com/Rayyan9477/Calorie-Burnage-Exploratory-Data-Analysis

Calorie Burnage is the measure of calories burned during physical activity or exercise, crucial for weight management and fitness goals. This project focuses on analyzing a dataset that includes information on duration, pulse rates, and calories burned during exercise sessions.

data-analytics data-science data-visualization exploratory-data-analysis linear-regression r-language r-programming

Last synced: 29 Apr 2025

https://github.com/as16082023/hotel-booking-analysis-eda-

Exploratory Data Analysis on hotel booking data using Python

data-analysis data-visualization exploratory-data-analysis jupyter-notebook python

Last synced: 29 Apr 2026

https://github.com/robinmillford/analytics_for_fashion_supply_management

This Streamlit dashboard provides a comprehensive analysis of supply chain data, focusing on key metrics such as production volumes, stock levels, order quantities, revenue, manufacturing costs, lead times, shipping costs, transportation routes, risk factors, and sustainability factors

dashboard data-analysis data-visualization streamlit supply-chain-management

Last synced: 07 Sep 2025

https://github.com/itsn1x/8698_dyt

8698_DYT by itsN1X - This is a tiny project to track and visualize the D.Y.T. ( Do Your Tip ) outstanding supply and other dynamic facets. Powered by vanilla javaScript and CoinGecko A.P.I. - No libraries / dependencies - Fully Open Source.

charting data-visualization do-your-tip doyourtip dyt erc20 eth ether ethereum ethereum-contract graphs itsn1x javascript n1x no-dependencies no-frameworks no-libraries vanilla visualization zzpraf1n1x42af

Last synced: 24 Apr 2026

https://github.com/flyingfathead/neurograph-framework

A versatile tool for visualizing entropy loss in TensorFlow-based neural network training, providing insightful scatter plots with annotations.

data-analysis data-analysis-python data-visualization entropy graph graphs neural-network neural-networks neural-networks-visualization nn python python3 tensorflow tensorflow2 training visualization visualization-tools

Last synced: 24 Apr 2026

Data visualization Awesome Lists
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Data visualization Categories
The Data Science Toolbox 587 Uncategorized 478 Python 374 Software packages 362 Literature and Media 348 UI Components 280 Tools 266 Table of Contents 231 Learning Resources 205 Machine Learning 205 Data and models 202 Books 199 Plot layers 196 文本数据和NLP 191 Training Resources 188 Software list 164 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 138 数据可视化 133